Game Theory Group International, Inc
Swe Backend Rag (Remote)
Swe Backend Rag | Game Theory Group International, Inc | UnitedStates
Job Title: Back End Software Engineer specializing inRetrieval-Augmented Generation
Summary:
...
Swe Backend Rag | Game Theory Group International, Inc | United States
Job Title: Back End Software Engineer specializing in Retrieval-Augmented Generation
Summary:
We’re looking for an experienced Back End Software Engineer with a strong focus on Retrieval-Augmented Generation (RAG) to join our team. You will play a key role in designing, developing, and maintaining robust back-end systems that power our cutting-edge AI applications. You’ll have a deep understanding of API design, back-end architecture, and proficiency in languages like Python, GoLang, and NodeJS. Experience with GenAI, Docker, and containerized environments is highly desired.
Responsibilities:
Design and develop: Build and maintain scalable, high-performance back-end systems that support our AI applications, with a particular emphasis on RAG.
API development: Design, implement, and document RESTful APIs that enable seamless communication between our front-end and back-end systems.
Data management: Work with large datasets, implement efficient data storage and retrieval mechanisms, and optimize database performance.
RAG implementation: Integrate retrieval systems (e.g., vector databases) with large language models (LLMs) to create powerful RAG-based applications.
Containerization: Utilize Docker and container orchestration tools to manage and deploy back-end services in a containerized environment.
Performance optimization: Continuously monitor and optimize back-end systems for speed, reliability, and scalability.
Collaboration: Work closely with front-end engineers, data scientists, and machine learning engineers to ensure smooth integration and optimal performance of AI applications.
Qualifications:
Bachelor’s degree in Computer Science or a related field, or equivalent experience.
Strong proficiency in at least one of the following languages: Python, GoLang, or NodeJS.
Deep understanding of API design principles and best practices.
Experience with designing and developing back-end systems for AI applications.
Hands-on experience with Retrieval-Augmented Generation (RAG) techniques.
Familiarity with GenAI, large language models (LLMs), and vector databases.
Proficient in using Docker and working in containerized environments.
Strong problem-solving skills and ability to work independently and collaboratively.
Excellent communication and teamwork skills.
Desired Experience:
Experience with GenAI, especially in building RAG-based applications.
Knowledge of Docker orchestration tools (e.g., Kubernetes).
Familiarity with cloud platforms (e.g., AWS, Azure, GCP).
Experience with machine learning frameworks (e.g., TensorFlow, PyTorch).
Benefits:
Competitive salary and benefits package.
Opportunity to work on cutting-edge AI projects.
Collaborative and innovative work environment.
Professional development and growth opportunities.
What we are looking for in a strong candidate:
Cloud certifications in the area of architecture, data engineering, and/or machine learning
Bachelor’s degree or commensurate technical certificate in a technical field
Background working with government technology projects and programs
Empathy and Respect: Demonstrated ability to connect with stakeholders, valuing their input, and understanding the nuances of their needs and challenges
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